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appsettings.json
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appsettings.json
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{
"Logging": {
"LogLevel": {
"Default": "Warning",
// Examples: how to handle logs differently by class
// "Microsoft.KernelMemory.Handlers.TextExtractionHandler": "Information",
// "Microsoft.KernelMemory.Handlers.TextPartitioningHandler": "Information",
// "Microsoft.KernelMemory.Handlers.GenerateEmbeddingsHandler": "Information",
// "Microsoft.KernelMemory.Handlers.SaveEmbeddingsHandler": "Information",
// "Microsoft.KernelMemory.DocumentStorage.AzureBlobs": "Information",
// "Microsoft.KernelMemory.Pipeline.Queue.AzureQueues": "Information",
"Microsoft.AspNetCore": "Warning"
}
},
"KernelMemory": {
"Services": {
"AzureOpenAIText": {
// "ApiKey" or "AzureIdentity"
// AzureIdentity: use automatic Entra (AAD) authentication mechanism.
// You can test locally using the AZURE_TENANT_ID, AZURE_CLIENT_ID, AZURE_CLIENT_SECRET env vars.
"Auth": "AzureIdentity",
// Optional when Auth == AzureIdentity. Leave it null to use the default.
// When the service is on sovereign clouds, this setting might be necessary to configure Entra auth tokens.
// - https://github.com/Azure/azure-sdk-for-net/blob/main/sdk/openai/Azure.AI.OpenAI/README.md
// - https://github.com/Azure/azure-sdk-for-net/blob/main/sdk/openai/Azure.AI.OpenAI/src/Custom/AzureOpenAIAudience.cs
"AzureIdentityAudience": null,
"Endpoint": "https://<...>.openai.azure.com/",
"APIKey": "",
"Deployment": "",
// The max number of tokens supported by model deployed
// See https://learn.microsoft.com/en-us/azure/ai-services/openai/concepts/models
"MaxTokenTotal": 16384,
// "ChatCompletion" or "TextCompletion"
"APIType": "ChatCompletion",
// How many times to retry in case of throttling.
"MaxRetries": 10
},
"OpenAI": {
// Name of the model used to generate text (text completion or chat completion)
"TextModel": "gpt-4o-mini",
// The max number of tokens supported by the text model.
"TextModelMaxTokenTotal": 16384,
// What type of text generation, by default autodetect using the model name.
// Possible values: "Auto", "TextCompletion", "Chat"
"TextGenerationType": "Auto",
// Name of the model used to generate text embeddings
"EmbeddingModel": "text-embedding-ada-002",
// The max number of tokens supported by the embedding model
// See https://platform.openai.com/docs/guides/embeddings/what-are-embeddings
"EmbeddingModelMaxTokenTotal": 8191,
// OpenAI API Key
"APIKey": "",
// OpenAI Organization ID (usually empty, unless you have multiple accounts on different orgs)
"OrgId": "",
// Endpoint to use. By default the system uses 'https://api.openai.com/v1'.
// Change this to use proxies or services compatible with OpenAI HTTP protocol like LM Studio.
"Endpoint": "",
// How many times to retry in case of throttling
"MaxRetries": 10,
// The number of dimensions output embeddings should have.
// Only supported in "text-embedding-3" and later models developed with
// MRL, see https://arxiv.org/abs/2205.13147
"EmbeddingDimensions": null,
// How many embeddings to calculate in parallel.
// See https://platform.openai.com/docs/api-reference/embeddings/create
"MaxEmbeddingBatchSize": 100
}
}
}
}